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Galbraith K, Vasudevaraja V, Serrano J, Shen G, Tran I, Abdallat N, Wen M, Patel S, Movahed-Ezazi M, Faustin A, Spino-Keeton M, Roberts LG, Maloku E, Drexler SA, Liechty BL, Pisapia D, Krasnozhen-Ratush O, Rosenblum M, Shroff S, Boué DR, Davidson C, Mao Q, Suchi M, North P, Hopp A, Segura A, Jarzembowski JA, Parsons L, Johnson MD, Mobley B, Samore W, McGuone D, Gopal PP, Canoll PD, Horbinski C, Fullmer JM, Farooqi MS, Gokden M, Wadhwani NR, Richardson TE, Umphlett M, Tsankova NM, DeWitt JC, Sen C, Placantonakis DG, Pacione D, Wisoff JH, Teresa Hidalgo E, Harter D, William CM, Cordova C, Kurz SC, Barbaro M, Orringer DA, Karajannis MA, Sulman EP, Gardner SL, Zagzag D, Tsirigos A, Allen JC, Golfinos JG, Snuderl M. Clinical utility of whole-genome DNA methylation profiling as a primary molecular diagnostic assay for central nervous system tumors-A prospective study and guidelines for clinical testing. Neurooncol Adv 2023; 5:vdad076. [PMID: 37476329 PMCID: PMC10355794 DOI: 10.1093/noajnl/vdad076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/22/2023] Open
Abstract
Background Central nervous system (CNS) cancer is the 10th leading cause of cancer-associated deaths for adults, but the leading cause in pediatric patients and young adults. The variety and complexity of histologic subtypes can lead to diagnostic errors. DNA methylation is an epigenetic modification that provides a tumor type-specific signature that can be used for diagnosis. Methods We performed a prospective study using DNA methylation analysis as a primary diagnostic method for 1921 brain tumors. All tumors received a pathology diagnosis and profiling by whole genome DNA methylation, followed by next-generation DNA and RNA sequencing. Results were stratified by concordance between DNA methylation and histopathology, establishing diagnostic utility. Results Of the 1602 cases with a World Health Organization histologic diagnosis, DNA methylation identified a diagnostic mismatch in 225 cases (14%), 78 cases (5%) did not classify with any class, and in an additional 110 (7%) cases DNA methylation confirmed the diagnosis and provided prognostic information. Of 319 cases carrying 195 different descriptive histologic diagnoses, DNA methylation provided a definitive diagnosis in 273 (86%) cases, separated them into 55 methylation classes, and changed the grading in 58 (18%) cases. Conclusions DNA methylation analysis is a robust method to diagnose primary CNS tumors, improving diagnostic accuracy, decreasing diagnostic errors and inconclusive diagnoses, and providing prognostic subclassification. This study provides a framework for inclusion of DNA methylation profiling as a primary molecular diagnostic test into professional guidelines for CNS tumors. The benefits include increased diagnostic accuracy, improved patient management, and refinements in clinical trial design.
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Affiliation(s)
- Kristyn Galbraith
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Varshini Vasudevaraja
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Jonathan Serrano
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Guomiao Shen
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Ivy Tran
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Nancy Abdallat
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Mandisa Wen
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Seema Patel
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Misha Movahed-Ezazi
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Arline Faustin
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Marissa Spino-Keeton
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Leah Geiser Roberts
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Ekrem Maloku
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Steven A Drexler
- Department of Pathology and Laboratory Medicine, NYU, Mineola, New York, USA
- Current affiliations: Department of Pathology, Mount Sinai South Nassau Hospital, Oceanside, New York, USA
| | - Benjamin L Liechty
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College - New York Presbyterian Hospital, New York, New York, USA
| | - David Pisapia
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College - New York Presbyterian Hospital, New York, New York, USA
| | - Olga Krasnozhen-Ratush
- Department of Pathology and Laboratory Medicine, Baystate Health, Springfield, Massachusetts, USA
| | - Marc Rosenblum
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Seema Shroff
- Department of Pathology and Laboratory Medicine, AdventHealth Orlando, Orlando, Florida, USA
| | - Daniel R Boué
- Department of Pathology and Laboratory Medicine, Nationwide Children’s Hospital, and the Ohio State University, Columbus, Ohio, USA
| | | | - Qinwen Mao
- Department of Pathology, University of Utah, Salt Lake City, Utah, USA
| | - Mariko Suchi
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Paula North
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | | | - Annette Segura
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Jason A Jarzembowski
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Lauren Parsons
- Department of Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Mahlon D Johnson
- Department of Pathology, University of Rochester School of Medicine, New York, USA
| | - Bret Mobley
- Department of Pathology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Wesley Samore
- Department of Pathology, Advocate Aurora Health, Chicago, Illinois, USA
| | - Declan McGuone
- Department of Pathology, Yale University School of Medicine, Connecticut, USA
| | - Pallavi P Gopal
- Department of Pathology, Yale University School of Medicine, Connecticut, USA
| | - Peter D Canoll
- Department of Pathology and Cell Biology, Columbia University Irving Medical Center, New York, USA
| | - Craig Horbinski
- Departments of Pathology and Neurosurgery, Feinberg School of Medicine, Northwestern University, Illinois, USA
| | - Joseph M Fullmer
- Department of Pathology, Beaumont Hospital, Royal Oak, Michigan, USA
| | - Midhat S Farooqi
- Department of Pathology and Laboratory Medicine, Children’s Mercy Kansas City, Kansas City, Missouri, USA
| | - Murat Gokden
- Department of Pathology, University of Arkansas and Arkansas Children’s Hospital, Little Rock, Arkansas, USA
| | - Nitin R Wadhwani
- Department of Pathology and Laboratory Medicine, Ann and Robert H. Lurie Children’s Hospital of Chicago, Illinois, USA
| | - Timothy E Richardson
- Department of Pathology and Laboratory Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Melissa Umphlett
- Department of Pathology and Laboratory Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Nadejda M Tsankova
- Department of Pathology and Laboratory Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - John C DeWitt
- Department of Pathology, University of Vermont Medical Center
| | - Chandra Sen
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | | | - Donato Pacione
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | - Jeffrey H Wisoff
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | | | - David Harter
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | - Christopher M William
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
| | - Christine Cordova
- Department of Neuro-oncology, NYU Langone, New York, New York, USA
- Brain Tumor and Neuro-Oncology Center, Cleveland Clinic, Cleveland, OH
| | - Sylvia C Kurz
- Department of Neuro-oncology, NYU Langone, New York, New York, USA
- Department of Interdisciplinary Neuro-Oncology, Comprehensive Cancer Center, University of Tuebingen, Tübingen, Germany
| | - Marissa Barbaro
- Department of Neuro-oncology, NYU Langone, New York, New York, USA
| | | | - Matthias A Karajannis
- Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Erik P Sulman
- Department of Radiation Oncology, NYU Langone, New York, New York, USA
| | | | - David Zagzag
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | | | - Jeffrey C Allen
- Department of Pediatrics, NYU Langone, New York, New York, USA
| | - John G Golfinos
- Department of Neurosurgery, NYU Langone, New York, New York, USA
| | - Matija Snuderl
- Department of Pathology, NYU Langone Health, New York, Department of Pathology, NYU Langone, New York, USA
- Laura and Isaac Perlmutter Cancer Center, New York, New York, USA
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